rumman.ahmed

Sydney, Australia

Rumman Ahmed

Solutions architect at the Powerhouse Museum. I write here about the systems I build and run — event-driven platforms, cloud infrastructure, and AI agents in production.

Concept sketch of the Powerhouse Parramatta EAST and WEST buildings — a diagonal lattice structure raised on angled columns.
Powerhouse Parramatta — EAST & WEST. The estate I help build the digital layer for.

Featured · AI context management

162 tokens, not ~12,891 79.6x cheaper to boot an agent.

Booting an agent cold on a new project costs ~12,891 tokens of re-explaining context. With myAI's git-versioned brain, the same boot costs ~162 — measured by scripts/brain_token_eval.py, not claimed. Sessions are commits, wrap-up is a merge, and “brain blame” maps a shipped commit back to the memory behind it. An autonomous runner works a task queue on a free tier, backed by 64 specialist agents, 136 skills, and 134 MCP tools.

  • 162 tokens to boot vs ~12,891 cold — 79.6x cheaper, measured
  • Git-versioned memory you own — sessions are commits, wrap-up is a merge
  • An autonomous runner works a task queue overnight, on a free tier
  • 64 specialist agents, 136 skills, 134 MCP tools

01 / Writing

Recent posts

Working notes on architecture and delivery, written as things ship.

Five Caches, One Clock · making a layered cache agree with itself

A high-traffic visitor platform accumulated five cache layers that each kept their own opinion of time. How one monotonic version stamp made them agree — why freshness is a property of a field, not an endpoint — and how to arrive warm at a checkout you don't control.

02 / Now

What I'm working on

Powerhouse Museum

Head of Solutions Architecture. Content platform, ticketing and identity architecture across the museum's digital estate.

More

myAI

An after-hours experiment in multi-agent engineering — a task queue worked by scheduled agent sessions. This site ships through it.

More

MBA (Technology), UNSW AGSM

In progress.

03 / Work

Selected work

A few of the systems I've worked on, with the architecture written up.

Powerhouse Museum2025 — now
Architecture across the Powerhouse renewal — content platform, ticketing, identity and exhibition technology for Australia's museum of applied arts and sciences.
ArchitectureStrategyAWSHeadless
Powerhouse Museum2025 — now
A headless content platform built around an event backbone — CMS, collection and DAMS changes fan out to search, cache and every consuming channel without any system polling another.
Event-drivenHeadlessAWSNode.js
Australian Broadcasting Corporation2017 — 2025
Platform modernisation across ABC digital — cloud-native broadcast infrastructure, FAST channel automation, enterprise search, and live event architecture for major national broadcasts.
AWSMediaEvent-drivenDevOps

04 / Contact

Let's build something that holds

I'm always up for a conversation about platform architecture, museum and media technology, digital transformation, or where agentic AI is actually useful. Reach me directly: